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The Decoder

The AI industry's platform trap is starting to look a lot like Microsoft's OpenAI buys Ona to push Codex toward long-running, autonomous coding tasks Jeff Bezos' AI startup Prometheus closes $12 billion round at a $41 billion valuation Free Deezer tool lets users on any streaming service check their playlists for AI music OpenAI vs. Anthropic: A price war over API tokens is brewing Dario Amodei's new essay reads like a Cold War playbook for the AI age Claude Fable 5: Anthropic admits "wrong tradeoff" after invisibly throttling rival AI researchers Google's new open model DiffusionGemma generates text from noise instead of word by word OpenAI's IPO slips as Altman tells staff to expect a public offering "within the next year" Anthropic study shows AI needs hours, not weeks, to build exploits from security patches OpenAI wants its biggest data center yet, and Nvidia would back the bill Claude Fable 5: The first Mythos model is powerful, expensive, and heavily filtered Germany's National Security Council greenights an AI Safety Institute modeled after the UK's AISI Google's NotebookLM now runs its own cloud computer with code execution and agent-based research Anthropic releases Claude Fable 5 and Mythos 5 with major gains in coding and science Google's Gemini 3.5 Live Translate delivers real-time voice translation across 70+ languages SpaceX wants to put data centers in orbit, and Musk says it's no big deal Landmark German ruling declares Google's AI Overviews are Google's own words and makes it liable for false answers Beijing's $295 billion AI buildout would require 80 percent domestic chips, locking out US suppliers Apple Intelligence gets a second shot with help from Google and Nvidia OpenAI now says "entirely automating everything is not the future we want" OpenAI says going public is "a complicated set of tradeoffs" and is unsure about the timing Microsoft Research's Lens proves detailed captions matter more than raw scale for training efficient image generators Intel gets a second life as Google and Nvidia explore it as a TSMC backup for AI chips Most companies are flying blind on AI spending Frontier Radar #3: How agentic AI is turning tokens into a business metric Instagram AI chatbot breach may have affected over to 20,000 accounts, Meta discloses Microsoft tightens rules for conflict zones after investigation into Israel's military use of Azure Moonshot AI targets a $30 billion valuation, more than six times its late-2025 worth Deepseek topped Ramp's trending software vendors in June 2026 as US companies chase cheaper AI OpenAI says "chat is dead" and plans to rebuild ChatGPT as a full-blown agent app Perplexity's "Search as Code" lets AI models write their own search pipelines instead of calling fixed APIs ChatGPT's new Lockdown Mode lets you disable web access and more to protect sensitive data from prompt injection Anthropic poaches OpenAI's second-ever chip engineer as both companies race toward IPOs Researchers pinpoint why larger language models pick up skills that small ones miss Sakana AI bets AI that improves itself can break the compute arms race of frontier labs Meta's Hatch AI agent could cost up to $200 a month and marks its first paid AI product Elon Musk's xAI reportedly trained its coding models on Claude outputs for months before getting cut off New open-source voice model listens nonstop and decides every 0.4 seconds whether to speak or stay silent SpaceX signs $920 million per month deal with Google for 110,000 Nvidia AI chips ahead of IPO OpenAI and the Trump administration are negotiating a government stake in the AI startup Qwen3.7-Plus is Alibaba's bid to turn multimodal AI into a full-blown autonomous agent Florida's lawsuit against OpenAI and CEO Altman treats ChatGPT as a defective product and public nuisance Satya Nadella publicly torches a VP's plan to make Microsoft's AI agent deliberately addictive Microsoft trained its MAI models on unlicensed web data despite promising "enterprise grade, clean and commercially licensed data" Anthropic's Mythos model is reportedly powering NSA offensive cyber ops against China and Iran Anthropic says Claude now writes over 90% of its code and wants the world to have an AI pause button Cloudflare CEO says the web's future is "pay to crawl" as bots overtake human traffic ChatGPT now saves narrative dossiers about you sorted by work, hobbies, and travel preferences Bain study finds companies miss AI savings targets because humans keep getting in the way OpenAI CEO Sam Altman sees "proactive AI" as the next big phase after chatbots and agents AI can now coach amateur virologists, and top tech leaders want Congress to act on DNA security xAI updates Grok Imagine to 1.5 with image-to-video generation at 720p resolution Google Deepmind's Gemma 4 12B squeezes multimodal AI onto a laptop with just 16 GB of RAM Google lets sites opt out of AI search results, knowing most have nowhere else to go Ideogram 4.0 drops as an open-weight model with native 2K resolution and improved text rendering Trump's new executive order wants AI companies to voluntarily submit models for government safety reviews Perplexity announces hybrid AI system that decides what runs locally or in the cloud AI music startup Suno doubles its valuation to $5.4 billion while fighting major record labels in court Nous Research releases Hermes Desktop, an open-source AI agent for every platform Build 2026: Microsoft tops Google in image generation while playing catch-up on reasoning OpenAI expands Codex with role-specific plugins to build a general-purpose app for non-developers Anthropic scales Project Glasswing to 150 partners across 15 countries to hunt critical software flaws Hackers hijacked high-profile Instagram accounts by simply asking Meta's AI chatbot to change the email OpenAI turns ChatGPT into a career platform with job search and CV editor Warren Buffett's Berkshire Hathaway bets $10 billion on Alphabet's AI infrastructure buildout OpenAI models now available on Amazon Web Services Claude maker Anthropic files for IPO with the SEC Turing Award winner Richard Sutton says pure generative AI can't do real science MiniMax M3: Open-weight model with a million-token context challenges proprietary leaders Nvidia's Nemotron 3 Ultra becomes the smartest open US model, but China still leads Nvidia bets big on physical AI at GTC Taipei with a new world model, driving brain, and open humanoid robot Nvidia pitches RTX Spark as the chip that finally makes local AI agents practical on Windows devices OpenAI starts with infrastructure robots but aims for "everyone having a personal robot doing anything they need" Ask AI what goes with chicken and the answer depends on whether it learned from recipes or molecules Anthropic bans AI tools during job interviews to see how candidates actually think Anthropic study finds men use AI coding agents more than twice as often as women in social science research SoftBank plans 75 billion euro AI data center buildout in France AI search agents often confirm what they already know instead of actually researching the web Microsoft and Nvidia reportedly team up on AI PCs that run actual agents instead of Copilot Making AI chatbots helpful weakens their ability to simulate human behavior, large-scale study finds Terence Tao argues AI could bring division of labor to math for the first time in history Attackers abuse shared ChatGPT and Claude chats to spread malware OpenAI's Codex can now operate your Windows PC autonomously, hunting bugs and testing apps on its own Salesforce claims AI agents cut a 231-day migration to 13 days with fewer incidents Meta's leaked memo reveals AI pendant, supersensing glasses, and enterprise wearables strategy OpenAI gives GPT-5.5 Instant a readability upgrade while phasing out two older models Google fixes several bugs in Gemini usage limits that burned through quotas too fast One company reportedly spent $500 million on Claude in one month after failing to cap AI usage OpenAI is giving away its life sciences AI model to help governments prepare for the next pandemic New review paper argues code is how AI agents think and act, not just what they produce Amazon kills internal AI leaderboard after employees gamed it with pointless tasks Claude company Anthropic nears a trillion-dollar valuation after raising $65 billion in Series H Anthropic ships Claude Opus 4.8 as a "modest but tangible improvement" that tops GPT-5.5 in most benchmarks Google Cloud responds to AI-accelerated cyberattacks with a platform that aims to close security gaps in minutes Google launches a tiny board that runs Gemma 3 locally Mistral rebrands LeChat as Vibe, betting its chatbot's future is as a full-blown work agent Meta One: Zuckerberg finally puts a price tag on all that AI spending Amazon builds its own AI production platform and greenlights three AI animated series for Prime Video ElevenLabs Music v2 promises opera-to-metal transitions without losing musical coherence
AI is inflating student grades, and the effect points to outsourced work, not better learning
Matthias Bastian · 2026-06-21 · via The Decoder

The share of A grades jumped by 13 percentage points, about 30 percent above the 2022 baseline. Average GPA rose by 0.12 points, and the grade distribution narrowed. A-minus and B-plus grades are getting bumped up to straight A's.

The study tracks grade trends across eight fall semesters (2018 through 2025) in 319 courses spanning 84 departments. Each course's AI exposure is measured by its assignment mix from the fall 2022 syllabi, before ChatGPT existed. What matters most is the share of writing and coding tasks, the areas where AI performs best.

Homework grades are driving the spike, not exam scores

The research question is whether higher grades reflect actual learning gains or just AI doing the work. To find out, author Igor Chirikov also looked at how much homework counted toward the final grade.

If AI really improved learning, grade increases should show up no matter whether a course leans on homework or proctored exams. But if AI is just replacing student work on unsupervised assignments, the effects should cluster in courses where homework carries more weight.

That's what the data shows: In courses where homework counts for more than the median share of the grade, A's rise by an extra 16 percentage points compared to courses below the median with the same AI exposure. In those lower-homework courses, the effect is small and not statistically significant. The result is "difficult to reconcile with broad learning gains or sorting effects alone," Chirikov writes.

Effect of AI per unit of exposure on the share of students earning at least an A through at least a C-minus. After ChatGPT's release, only the A and A-minus thresholds show a significant increase.
Across all courses, the share of students earning at least an A or A-minus rises sharply after ChatGPT's November 2022 release, while shares at B-plus through C-minus barely move. | Image: Chirikov

A placebo test backs this up. For oral presentation assignments, where AI is far less useful, grades didn't budge.

Grades are losing their value as a signal

Grade inflation is nothing new at US universities. At Harvard, the share of A grades climbed from 24 percent in 2005 to 60.2 percent in 2025, the study notes. Earlier research pointed to teaching evaluations that reward leniency, competition between universities, and institutional grading policies.

But AI works differently, Chirikov argues. Every earlier driver kicked in at the grading stage, after students had turned in their work. AI changes how the work itself gets made, before instructors ever lay eyes on it.

If grades in writing- and coding-heavy courses increasingly reflect AI-generated output rather than real skills, employers and graduate programs could make worse selection decisions, the study warns.

Chirikov also flags a feedback loop: If AI takes over skill-building tasks during college, graduates could end up weaker in exactly the areas where AI is strongest. That could speed up automation and widen skill gaps in the job market.

As a fix, the study suggests rethinking exam formats. Moving everything to proctored exams isn't enough, and it isn't simple either. A better bet is designing assignments that either limit AI use or fold it in deliberately, for instance through documentation of the work process or follow-up interactions that prove understanding.

Even OpenAI CEO Sam Altman fears a decline in critical thinking skills

OpenAI CEO Sam Altman admitted in a recent interview that three and a half years after ChatGPT's launch, the education system has barely responded to AI. He had expected a year of cheating, then a systemic overhaul. Instead, he can't point to any meaningful systemic change. Without one, he warns, critical thinking skills risk "significant atrophy."

Altman still believes education can adapt, the way it has through earlier technological leaps. But some skills, like writing and coding, should keep being taught because they train the mind itself.

"I'm someone who thinks through writing, and I write a lot of things I never show anyone, but it's still important to me for figuring things out. That's why I'm grateful that I learned to write. People say the same thing about programming," Altman says.

Norway recently mostly banned AI tools from elementary schools and limited their use in secondary schools too. Prime Minister Jonas Gahr Stoere said uncritical AI use tempts students to skip important learning steps.